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What is Kornia library ?
Highlighted Features
Installation
Half-Precision Support
About
Tutorials
Multi-Framework Support
OpenCV AI Kit
Kornia AI Organization

API REFERENCE

kornia.augmentation
kornia.color
kornia.contrib
kornia.core
kornia.enhance
Local Features and Image Matching
kornia.filters
kornia.geometry
kornia.sensors
- kornia.sensors.camera
kornia.io
kornia.image
kornia.losses
Models Overview
kornia.metrics
kornia.morphology
ONNXSequential: Chain Multiple ONNX Models with Ease
kornia.tracking

KORNIA APPLICATIONS

Computer Vision Algorithms
Visual Prompting
Face Detection
Image Augmentation
Image Matching
Image Stitching
Image Registration
Image Denoising

KORNIA MODELS

EfficientViT
Real-Time Detection Transformer (RT-DETR)
Segment Anything (SAM)
Faster Segment Anything (MobileSAM)
YuNet
Vision Transformer (ViT)
MobileViT
TinyViT
LoFTR (matching)
DeFMO (video)
Hardnet (descriptor)
Affnet (detection)
SOLD2 (Line detection and matching)
Dexined (edge detection)

SUPPORT

Issue tracker
Slack community
LibreCV community
Twitter @kornia_foss
Kornia 社区
Kornia Youtube
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Kornia AI

COMMUNITY

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Frequently Asked Questions
Bibliography

Image Denoising¶

Image Registration

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